Ensuring Learning Guarantees on Concept Drift Detection with Statistical Learning Theory

Lucas Pagliosa, Rodrigo Mello

Concept Drift (CD) detection intends to continuously identify changes in data stream behaviors, supporting researchers in the study and modeling of real-world phenomena. Motivated…